{"id":223476,"date":"2024-05-11T19:20:19","date_gmt":"2024-05-11T11:20:19","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/223476.html"},"modified":"2024-05-11T19:20:27","modified_gmt":"2024-05-11T11:20:27","slug":"%e5%a6%82%e4%bd%95%e5%81%9a%e4%b8%80%e4%b8%aa%e7%88%ac%e8%99%ab%e7%88%ac%e9%85%b7%e5%ae%89%e4%b8%8a%e7%9a%84%e5%9b%be%e6%a0%87%e5%92%8c%e5%8c%85%e5%90%8d","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/223476.html","title":{"rendered":"\u5982\u4f55\u505a\u4e00\u4e2a\u722c\u866b\u722c\u9177\u5b89\u4e0a\u7684\u56fe\u6807\u548c\u5305\u540d"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25143046\/48487af8-0e56-4397-a3ed-adff59907ecf.webp\" alt=\"\u5982\u4f55\u505a\u4e00\u4e2a\u722c\u866b\u722c\u9177\u5b89\u4e0a\u7684\u56fe\u6807\u548c\u5305\u540d\" \/><\/p>\n<p><p>\u7f16\u5199\u4e00\u4e2a\u722c\u866b\u7528\u4e8e\u5728\u9177\u5b89\u7f51\u4e0a\u722c\u53d6\u56fe\u6807\u548c\u5305\u540d\u662f\u4e00\u4e2a\u9002\u5408\u521d\u5b66\u722c\u866b\u5f00\u53d1\u8005\u7684\u6311\u6218\u9879\u76ee\u3002\u9996\u5148\uff0c<strong>\u5fc5\u987b\u4e86\u89e3\u9177\u5b89\u7f51\u7684\u7ed3\u6784\u3001\u5b66\u4e60\u4f7f\u7528\u722c\u866b\u5e93\u5982BeautifulSoup\u6216Scrapy\u3001\u4ee5\u53ca\u61c2\u5f97\u5982\u4f55\u59a5\u5584\u5904\u7406\u53cd\u722c\u673a\u5236<\/strong>\u3002\u9488\u5bf9\u9177\u5b89\u8fd9\u6837\u7684\u5927\u578b\u5e94\u7528\u5e02\u573a\uff0c\u7406\u89e3\u5b83\u7684\u9875\u9762\u7ed3\u6784\u662f\u5173\u952e\uff0c\u5c24\u5176\u662f\u5982\u4f55\u4ece\u6bcf\u4e2a\u5e94\u7528\u9875\u9762\u4e2d\u51c6\u786e\u6293\u53d6\u5230\u56fe\u6807\u548c\u5305\u540d\u4fe1\u606f\u3002\u4e00\u4e2a\u6709\u6548\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u5f00\u53d1\u8005\u5de5\u5177\u6765\u68c0\u67e5\u7f51\u9875\u5143\u7d20\uff0c\u627e\u5230\u5305\u542b\u6240\u9700\u4fe1\u606f\u7684\u6807\u7b7e\u548c\u7c7b\u540d\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u7406\u89e3\u9177\u5b89\u7f51\u7ed3\u6784<\/h3>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u7f16\u5199\u722c\u866b\u4e4b\u524d\uff0c\u6d4f\u89c8\u5e76\u5206\u6790\u9177\u5b89\u7f51\uff0c\u7279\u522b\u662f\u5e94\u7528\u8be6\u60c5\u9875\u662f\u5341\u5206\u5fc5\u8981\u7684\u3002\u901a\u8fc7\u6d4f\u89c8\u5668\u7684\u5f00\u53d1\u8005\u5de5\u5177\uff0c\u53ef\u4ee5\u89c2\u5bdf\u5230\u56fe\u6807\u548c\u5305\u540d\u5f80\u5f80\u4f4d\u4e8e\u7279\u5b9a\u7684HTML\u6807\u7b7e\u5185\u3002\u4f8b\u5982\uff0c\u56fe\u6807\u53ef\u80fd\u5305\u542b\u5728\u4e00\u4e2a\u5e26\u6709\u660e\u786e\u7c7b\u540d\u6216ID\u7684<code>&lt;img&gt;<\/code>\u6807\u7b7e\u4e2d\uff0c\u800c\u5305\u540d\u5219\u53ef\u80fd\u9690\u85cf\u5728\u9875\u9762\u7684\u67d0\u6bb5\u811a\u672c\u91cc\u6216\u8005\u4f4d\u4e8e<code>&lt;div&gt;<\/code>\u6807\u7b7e\u4e2d\u7684\u5177\u4f53\u5c5e\u6027\u91cc\u3002<\/p>\n<\/p>\n<p><p>\u4e86\u89e3\u4e86\u8fd9\u4e9b\u4fe1\u606f\u540e\uff0c\u4f60\u5c31\u53ef\u4ee5\u6784\u601d\u51fa\u5982\u4f55\u7f16\u5199\u722c\u866b\u4e86\u3002\u53ef\u4ee5\u901a\u8fc7\u5bfb\u627e\u8fd9\u4e9b\u7279\u5b9a\u7684\u6807\u7b7e\u548c\u7c7b\u540d\u6765\u5b9a\u4f4d\u56fe\u6807\u548c\u5305\u540d\u7684\u786e\u5207\u4f4d\u7f6e\u3002\u4f7f\u7528\u5982BeautifulSoup\u8fd9\u6837\u7684\u5e93\u53ef\u4ee5\u975e\u5e38\u65b9\u4fbf\u5730\u89e3\u6790HTML\u5185\u5bb9\u5e76\u63d0\u53d6\u51fa\u4f60\u611f\u5174\u8da3\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u9009\u62e9\u5408\u9002\u7684\u722c\u866b\u5e93<\/h3>\n<\/p>\n<p><p>\u5f53\u7406\u89e3\u4e86\u7f51\u9875\u7ed3\u6784\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u9009\u62e9\u4e00\u4e2a\u9002\u5408\u7684\u722c\u866b\u5e93\u3002<strong>BeautifulSoup<\/strong>\u662f\u4e00\u4e2a\u6613\u4e8e\u4e0a\u624b\u7684\u5e93\uff0c\u975e\u5e38\u9002\u5408\u521d\u5b66\u8005\uff0c\u5b83\u53ef\u4ee5\u5e2e\u4f60\u4eceHTML\u6216XML\u6587\u4ef6\u4e2d\u63d0\u53d6\u6570\u636e\u3002<strong>Scrapy<\/strong>\u5219\u662f\u4e00\u4e2a\u66f4\u5f3a\u5927\u7684\u6846\u67b6\uff0c\u9002\u5408\u505a\u8f83\u4e3a\u590d\u6742\u7684\u7f51\u9875\u6293\u53d6\uff0c\u5305\u62ec\u5f02\u6b65\u5904\u7406\u548c\u591a\u7ebf\u7a0b\u3002\u4e8c\u8005\u7684\u9009\u62e9\u53d6\u51b3\u4e8e\u4f60\u7684\u9879\u76ee\u9700\u6c42\u548c\u4e2a\u4eba\u504f\u597d\u3002<\/p>\n<\/p>\n<p><p>\u4f7f\u7528BeautifulSoup\u65f6\uff0c\u4f60\u9700\u8981\u5148\u53d1\u9001HTTP\u8bf7\u6c42\u83b7\u53d6\u9875\u9762\u5185\u5bb9\uff0c\u901a\u5e38\u4f7f\u7528requests\u5e93\u3002\u5f97\u5230\u5185\u5bb9\u540e\uff0c\u53ef\u4ee5\u5c06\u5176\u4f20\u9012\u7ed9BeautifulSoup\u5bf9\u8c61\u5e76\u5f00\u59cb\u89e3\u6790\u3002\u4ece\u6280\u672f\u89d2\u5ea6\u6765\u8bb2\uff0c\u4f60\u4f1a\u5bfb\u627e\u5305\u542b\u56fe\u6807\u548c\u5305\u540d\u7684\u7279\u5b9a\u6807\u7b7e\u53ca\u5176\u5c5e\u6027\uff0c\u5e76\u63d0\u53d6\u51fa\u6765\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u5904\u7406\u53cd\u722c\u673a\u5236<\/h3>\n<\/p>\n<p><p>\u9177\u5b89\u6216\u5176\u4ed6\u5546\u4e1a\u7f51\u7ad9\u53ef\u80fd\u4f1a\u5b9e\u65bd\u4e00\u4e9b\u53cd\u722c\u63aa\u65bd\u6765\u4fdd\u62a4\u5176\u6570\u636e\u4e0d\u88ab\u8f7b\u6613\u6293\u53d6\u3002<strong>\u9075\u5faa\u7f51\u7ad9\u7684robots.txt\u534f\u8bae\u3001\u6a21\u62df\u5e38\u7528\u6d4f\u89c8\u5668\u7684\u7528\u6237\u4ee3\u7406\uff08User-Agent\uff09<\/strong>\uff0c\u4ee5\u53ca\u9002\u5f53\u7684\u8bbf\u95ee\u9891\u7387\u63a7\u5236\u662f\u89c4\u907f\u53cd\u722c\u63aa\u65bd\u7684\u5173\u952e\u6280\u5de7\u3002<\/p>\n<\/p>\n<p><p>\u9664\u4e86\u6a21\u62df\u7528\u6237\u4ee3\u7406\u5916\uff0c\u8fd8\u5e94\u6ce8\u610f\u7ef4\u6301\u5408\u9002\u7684\u8bf7\u6c42\u95f4\u9694\uff0c\u907f\u514d\u56e0\u8bf7\u6c42\u9891\u7387\u8fc7\u9ad8\u800c\u88ab\u5c01\u7981IP\u3002\u6b64\u5916\uff0c\u6709\u4e9b\u9875\u9762\u53ef\u80fd\u901a\u8fc7JavaScript\u52a8\u6001\u52a0\u8f7d\u5185\u5bb9\uff0c\u4f20\u7edf\u7684\u8bf7\u6c42-\u54cd\u5e94\u673a\u5236\u65e0\u6cd5\u5904\u7406\u8fd9\u7c7b\u60c5\u51b5\u3002\u56e0\u6b64\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u4f7f\u7528Selenium\u8fd9\u7c7b\u5de5\u5177\u6765\u6a21\u62df\u5b9e\u9645\u6d4f\u89c8\u5668\u884c\u4e3a\uff0c\u4ee5\u83b7\u53d6\u52a8\u6001\u751f\u6210\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u7f16\u5199\u722c\u866b\u4ee3\u7801<\/h3>\n<\/p>\n<p><p>\u4e86\u89e3\u5b8c\u4ee5\u4e0a\u51e0\u70b9\u540e\uff0c\u5c31\u53ef\u4ee5\u5f00\u59cb\u5177\u4f53\u7684\u7f16\u7801\u5de5\u4f5c\u4e86\u3002\u4ee5\u4f7f\u7528BeautifulSoup\u548crequests\u5e93\u4e3a\u4f8b\uff0c\u9996\u5148\u53d1\u9001HTTP\u8bf7\u6c42\u83b7\u53d6\u9875\u9762\u5185\u5bb9\uff0c\u518d\u7528BeautifulSoup\u89e3\u6790HTML\uff0c\u6700\u540e\u6839\u636e\u5df2\u7ecf\u8bc6\u522b\u7684\u6807\u7b7e\u548c\u7c7b\u540d\u63d0\u53d6\u6240\u9700\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<h2><strong>\u793a\u4f8bURL\uff0c\u9700\u8981\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u8c03\u6574<\/strong><\/h2>\n<p>url = &#039;https:\/\/www.coolapk.com\/apk\/com.example&#039;<\/p>\n<h2><strong>\u53d1\u9001\u8bf7\u6c42<\/strong><\/h2>\n<p>response = requests.get(url, headers={&#039;User-Agent&#039;: &#039;your_user_agent_here&#039;})<\/p>\n<h2><strong>\u89e3\u6790\u54cd\u5e94\u5185\u5bb9<\/strong><\/h2>\n<p>soup = BeautifulSoup(response.text, &#039;html.parser&#039;)<\/p>\n<h2><strong>\u63d0\u53d6\u56fe\u6807\u548c\u5305\u540d\uff08\u5047\u8bbe\u5df2\u77e5\u5b83\u4eec\u7684\u7c7b\u540d\u6216\u5176\u4ed6\u6807\u8bc6\u7b26\uff09<\/strong><\/h2>\n<p>icon = soup.find(&#039;img&#039;, class_=&#039;app_icon_class&#039;)[&#039;src&#039;]<\/p>\n<p>package_name = soup.find(&#039;div&#039;, class_=&#039;package_name_class&#039;).text<\/p>\n<p>print(icon, package_name)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\uff0c\u4f60\u9700\u8981\u6839\u636e\u9177\u5b89\u7f51\u7684\u9875\u9762\u7ed3\u6784\u8c03\u6574\u9009\u62e9\u5668\u3002\u6b64\u5916\uff0c\u8fd8\u9700\u8981\u5904\u7406\u591a\u9875\u60c5\u51b5\u548c\u5f02\u5e38\u60c5\u51b5\uff0c\u5982\u8bf7\u6c42\u5931\u8d25\u6216\u89e3\u6790\u9519\u8bef\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u6570\u636e\u5b58\u50a8<\/h3>\n<\/p>\n<p><p>\u722c\u53d6\u6570\u636e\u540e\uff0c\u5982\u4f55\u5b58\u50a8\u4e5f\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u73af\u8282\u3002\u6839\u636e\u9879\u76ee\u9700\u6c42\uff0c\u53ef\u4ee5\u9009\u62e9\u7b80\u5355\u7684\u5982CSV\u6587\u4ef6\uff0c\u6216\u662f\u6570\u636e\u5e93\u5982SQLite\u3001MySQL\u7b49\u3002\u82e5\u6570\u636e\u91cf\u5de8\u5927\uff0c\u8003\u8651\u4f7f\u7528MongoDB\u8fd9\u6837\u7684NoSQL\u6570\u636e\u5e93\u53ef\u80fd\u66f4\u4e3a\u5408\u9002\u3002<\/p>\n<\/p>\n<p><p>\u9009\u5b9a\u5b58\u50a8\u65b9\u6848\u540e\uff0c\u9700\u8981\u5199\u5165\u6570\u636e\u3002\u5982\u679c\u662f\u6587\u4ef6\uff0cPython\u7684csv\u6a21\u5757\u975e\u5e38\u9002\u7528\uff1b\u5982\u679c\u662f\u6570\u636e\u5e93\uff0c\u5219\u9700\u8981\u6784\u5efa\u76f8\u5e94\u7684\u6570\u636e\u5e93\u6a21\u578b\u548c\u5b58\u53d6\u903b\u8f91\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import csv<\/p>\n<h2><strong>\u5047\u8bbe\u5df2\u7ecf\u83b7\u53d6\u4e86\u6240\u6709\u9700\u8981\u7684\u6570\u636e<\/strong><\/h2>\n<p>data = [(&#039;icon_url_1&#039;, &#039;package_name_1&#039;), (&#039;icon_url_2&#039;, &#039;package_name_2&#039;)]<\/p>\n<h2><strong>\u5199\u5165CSV\u6587\u4ef6<\/strong><\/h2>\n<p>with open(&#039;coolapk_data.csv&#039;, &#039;w&#039;, newline=&#039;&#039;) as file:<\/p>\n<p>    writer = csv.writer(file)<\/p>\n<p>    writer.writerow([&#039;Icon&#039;, &#039;Package Name&#039;])<\/p>\n<p>    writer.writerows(data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4ee5\u4e0a\u5c31\u662f\u901a\u8fc7\u722c\u866b\u6280\u672f\u4ece\u9177\u5b89\u7f51\u722c\u53d6\u5e94\u7528\u56fe\u6807\u548c\u5305\u540d\u7684\u6574\u4e2a\u8fc7\u7a0b\u3002\u722c\u866b\u6280\u672f\u7684\u5e94\u7528\u5341\u5206\u5e7f\u6cdb\uff0c\u4f46\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8fdb\u884c\u722c\u53d6\u6d3b\u52a8\u65f6\u4e00\u5b9a\u8981\u9075\u5b88\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\u548c\u7f51\u7ad9\u7684\u4f7f\u7528\u534f\u8bae\uff0c\u5c0a\u91cd\u7f51\u7ad9\u7684\u6570\u636e\u6240\u6709\u6743\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. \u5982\u4f55\u4f7f\u7528\u722c\u866b\u722c\u53d6\u9177\u5b89\u4e0a\u7684\u56fe\u6807\u548c\u5305\u540d\uff1f<\/strong><\/p>\n<p>\u4e3a\u4e86\u722c\u53d6\u9177\u5b89\u4e0a\u7684\u56fe\u6807\u548c\u5305\u540d\uff0c\u60a8\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u64cd\u4f5c\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528Python\u7684\u7f51\u7edc\u722c\u866b\u6846\u67b6\uff08\u5982Scrapy\uff09\u6216\u5e93\uff08\u5982Beautiful Soup\uff09\u6765\u7f16\u5199\u722c\u866b\u811a\u672c\u3002<\/li>\n<li>\u9996\u5148\uff0c\u901a\u8fc7\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u8bbf\u95ee\u9177\u5b89APP\u5e02\u573a\u7684\u7f51\u7ad9\uff0c\u5e76\u901a\u8fc7\u89e3\u6790HTML\u9875\u9762\u627e\u5230\u9700\u8981\u7684\u4fe1\u606f\u3002<\/li>\n<li>\u4f7f\u7528CSS\u9009\u62e9\u5668\u6216XPath\u7b49\u65b9\u6cd5\u5b9a\u4f4d\u5230\u6bcf\u4e2a\u5e94\u7528\u7a0b\u5e8f\u7684\u56fe\u6807\u548c\u5305\u540d\u6240\u5728\u7684HTML\u5143\u7d20\u3002<\/li>\n<li>\u63d0\u53d6\u56fe\u6807\u548c\u5305\u540d\u7684\u76f8\u5173\u6570\u636e\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u5230\u672c\u5730\u6587\u4ef6\u6216\u6570\u636e\u5e93\u4e2d\u3002<\/li>\n<\/ul>\n<p><strong>2. 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